Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 2768 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 216.4 KiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
Outcome has constant value "1" | Constant |
Pregnancies is highly overall correlated with Age | High correlation |
SkinThickness is highly overall correlated with BMI | High correlation |
BMI is highly overall correlated with SkinThickness | High correlation |
Age is highly overall correlated with Pregnancies | High correlation |
Id is uniformly distributed | Uniform |
Id has unique values | Unique |
Reproduction
| Analysis started | 2023-09-19 17:25:44.473002 |
|---|---|
| Analysis finished | 2023-09-19 17:26:08.561941 |
| Duration | 24.09 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Id
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 2768 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1384.5 |
| Minimum | 1 |
|---|---|
| Maximum | 2768 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 139.35 |
| Q1 | 692.75 |
| median | 1384.5 |
| Q3 | 2076.25 |
| 95-th percentile | 2629.65 |
| Maximum | 2768 |
| Range | 2767 |
| Interquartile range (IQR) | 1383.5 |
Descriptive statistics
| Standard deviation | 799.1971 |
|---|---|
| Coefficient of variation (CV) | 0.57724601 |
| Kurtosis | -1.2 |
| Mean | 1384.5 |
| Median Absolute Deviation (MAD) | 692 |
| Skewness | 0 |
| Sum | 3832296 |
| Variance | 638716 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1850 | 1 | < 0.1% |
| 1842 | 1 | < 0.1% |
| 1843 | 1 | < 0.1% |
| 1844 | 1 | < 0.1% |
| 1845 | 1 | < 0.1% |
| 1846 | 1 | < 0.1% |
| 1847 | 1 | < 0.1% |
| 1848 | 1 | < 0.1% |
| 1849 | 1 | < 0.1% |
| Other values (2758) | 2758 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 2768 | 1 | |
| 2767 | 1 | |
| 2766 | 1 | |
| 2765 | 1 | |
| 2764 | 1 | |
| 2763 | 1 | |
| 2762 | 1 | |
| 2761 | 1 | |
| 2760 | 1 | |
| 2759 | 1 |
Pregnancies
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3972835 |
| Minimum | 1 |
|---|---|
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 17 |
| Range | 16 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9320791 |
|---|---|
| Coefficient of variation (CV) | 0.66679329 |
| Kurtosis | 0.89036837 |
| Mean | 4.3972835 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.027433 |
| Sum | 12171.681 |
| Variance | 8.597088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 4.397283531 | 412 | |
| 2 | 387 | |
| 3 | 270 | |
| 4 | 259 | |
| 5 | 198 | |
| 6 | 181 | 6.5% |
| 7 | 145 | 5.2% |
| 8 | 134 | 4.8% |
| 9 | 98 | 3.5% |
| Other values (7) | 193 | 7.0% |
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 2 | 387 | |
| 3 | 270 | |
| 4 | 259 | |
| 4.397283531 | 412 | |
| 5 | 198 | |
| 6 | 181 | 6.5% |
| 7 | 145 | 5.2% |
| 8 | 134 | 4.8% |
| 9 | 98 | 3.5% |
| Value | Count | Frequency (%) |
| 17 | 4 | 0.1% |
| 15 | 3 | 0.1% |
| 14 | 9 | 0.3% |
| 13 | 32 | 1.2% |
| 12 | 32 | 1.2% |
| 11 | 35 | 1.3% |
| 10 | 78 | |
| 9 | 98 | |
| 8 | 134 | |
| 7 | 145 |
Glucose
Real number (ℝ)
| Distinct | 136 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.89527 |
| Minimum | 44 |
|---|---|
| Maximum | 199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 99 |
| median | 118 |
| Q3 | 141 |
| 95-th percentile | 181 |
| Maximum | 199 |
| Range | 155 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 30.50096 |
|---|---|
| Coefficient of variation (CV) | 0.25022267 |
| Kurtosis | -0.32133555 |
| Mean | 121.89527 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.51815371 |
| Sum | 337406.11 |
| Variance | 930.30858 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 66 | 2.4% |
| 100 | 61 | 2.2% |
| 102 | 52 | 1.9% |
| 129 | 51 | 1.8% |
| 106 | 50 | 1.8% |
| 95 | 49 | 1.8% |
| 112 | 49 | 1.8% |
| 105 | 47 | 1.7% |
| 111 | 47 | 1.7% |
| 108 | 46 | 1.7% |
| Other values (126) | 2250 |
| Value | Count | Frequency (%) |
| 44 | 3 | 0.1% |
| 56 | 4 | 0.1% |
| 57 | 7 | |
| 61 | 4 | 0.1% |
| 62 | 3 | 0.1% |
| 65 | 4 | 0.1% |
| 67 | 3 | 0.1% |
| 68 | 10 | |
| 71 | 13 | |
| 72 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 199 | 4 | 0.1% |
| 198 | 3 | 0.1% |
| 197 | 12 | |
| 196 | 8 | |
| 195 | 10 | |
| 194 | 13 | |
| 193 | 8 | |
| 191 | 3 | 0.1% |
| 190 | 4 | 0.1% |
| 189 | 12 |
BloodPressure
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.404086 |
| Minimum | 24 |
|---|---|
| Maximum | 122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 64 |
| median | 72 |
| Q3 | 80 |
| 95-th percentile | 90 |
| Maximum | 122 |
| Range | 98 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.988255 |
|---|---|
| Coefficient of variation (CV) | 0.16557429 |
| Kurtosis | 1.0848212 |
| Mean | 72.404086 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.19284984 |
| Sum | 200414.51 |
| Variance | 143.71826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 201 | 7.3% |
| 74 | 197 | 7.1% |
| 78 | 173 | 6.2% |
| 68 | 170 | 6.1% |
| 64 | 163 | 5.9% |
| 72 | 162 | 5.9% |
| 80 | 138 | 5.0% |
| 76 | 132 | 4.8% |
| 60 | 129 | 4.7% |
| 62 | 128 | 4.6% |
| Other values (37) | 1175 |
| Value | Count | Frequency (%) |
| 24 | 3 | 0.1% |
| 30 | 5 | 0.2% |
| 38 | 4 | 0.1% |
| 40 | 3 | 0.1% |
| 44 | 15 | 0.5% |
| 46 | 8 | 0.3% |
| 48 | 18 | |
| 50 | 44 | |
| 52 | 40 | |
| 54 | 42 |
| Value | Count | Frequency (%) |
| 122 | 4 | 0.1% |
| 114 | 4 | 0.1% |
| 110 | 10 | |
| 108 | 7 | |
| 106 | 12 | |
| 104 | 7 | |
| 102 | 4 | 0.1% |
| 100 | 12 | |
| 98 | 11 | |
| 96 | 12 |
SkinThickness
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.289634 |
| Minimum | 7 |
|---|---|
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 25 |
| median | 29.289634 |
| Q3 | 32 |
| 95-th percentile | 44 |
| Maximum | 110 |
| Range | 103 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 9.0312654 |
|---|---|
| Coefficient of variation (CV) | 0.3083434 |
| Kurtosis | 8.373126 |
| Mean | 29.289634 |
| Median Absolute Deviation (MAD) | 3.7103659 |
| Skewness | 1.1637619 |
| Sum | 81073.707 |
| Variance | 81.563754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.28963415 | 800 | |
| 32 | 114 | 4.1% |
| 30 | 102 | 3.7% |
| 23 | 82 | 3.0% |
| 27 | 81 | 2.9% |
| 28 | 74 | 2.7% |
| 18 | 74 | 2.7% |
| 33 | 71 | 2.6% |
| 39 | 70 | 2.5% |
| 31 | 69 | 2.5% |
| Other values (43) | 1231 |
| Value | Count | Frequency (%) |
| 7 | 5 | 0.2% |
| 8 | 8 | 0.3% |
| 10 | 18 | 0.7% |
| 11 | 20 | 0.7% |
| 12 | 28 | |
| 13 | 41 | |
| 14 | 21 | 0.8% |
| 15 | 47 | |
| 16 | 21 | 0.8% |
| 17 | 55 |
| Value | Count | Frequency (%) |
| 110 | 2 | 0.1% |
| 99 | 3 | 0.1% |
| 63 | 4 | 0.1% |
| 60 | 3 | 0.1% |
| 59 | 2 | 0.1% |
| 56 | 4 | 0.1% |
| 54 | 6 | |
| 52 | 6 | |
| 51 | 4 | 0.1% |
| 50 | 10 |
Insulin
Real number (ℝ)
| Distinct | 187 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 154.23783 |
| Minimum | 14 |
|---|---|
| Maximum | 846 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 120 |
| median | 154.23783 |
| Q3 | 154.23783 |
| 95-th percentile | 293 |
| Maximum | 846 |
| Range | 832 |
| Interquartile range (IQR) | 34.23783 |
Descriptive statistics
| Standard deviation | 81.678056 |
|---|---|
| Coefficient of variation (CV) | 0.52955916 |
| Kurtosis | 12.596531 |
| Mean | 154.23783 |
| Median Absolute Deviation (MAD) | 5.7621697 |
| Skewness | 2.7431577 |
| Sum | 426930.31 |
| Variance | 6671.3049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 154.2378303 | 1330 | |
| 105 | 42 | 1.5% |
| 140 | 33 | 1.2% |
| 130 | 31 | 1.1% |
| 180 | 30 | 1.1% |
| 120 | 29 | 1.0% |
| 100 | 27 | 1.0% |
| 94 | 24 | 0.9% |
| 135 | 23 | 0.8% |
| 76 | 22 | 0.8% |
| Other values (177) | 1177 |
| Value | Count | Frequency (%) |
| 14 | 4 | 0.1% |
| 15 | 4 | 0.1% |
| 16 | 4 | 0.1% |
| 18 | 7 | |
| 22 | 4 | 0.1% |
| 23 | 6 | |
| 25 | 3 | 0.1% |
| 29 | 4 | 0.1% |
| 32 | 3 | 0.1% |
| 36 | 11 |
| Value | Count | Frequency (%) |
| 846 | 1 | < 0.1% |
| 744 | 3 | |
| 680 | 3 | |
| 600 | 3 | |
| 579 | 5 | |
| 545 | 3 | |
| 543 | 1 | < 0.1% |
| 540 | 4 | |
| 510 | 4 | |
| 495 | 7 |
BMI
Real number (ℝ)
| Distinct | 253 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.596665 |
| Minimum | 18.2 |
|---|---|
| Maximum | 80.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 18.2 |
|---|---|
| 5-th percentile | 22.2 |
| Q1 | 27.575 |
| median | 32.4 |
| Q3 | 36.625 |
| 95-th percentile | 44.6 |
| Maximum | 80.6 |
| Range | 62.4 |
| Interquartile range (IQR) | 9.05 |
Descriptive statistics
| Standard deviation | 7.1034241 |
|---|---|
| Coefficient of variation (CV) | 0.21791873 |
| Kurtosis | 2.4063121 |
| Mean | 32.596665 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.85229216 |
| Sum | 90227.57 |
| Variance | 50.458634 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 46 | 1.7% |
| 31.2 | 45 | 1.6% |
| 31.6 | 41 | 1.5% |
| 32.59666545 | 39 | 1.4% |
| 33.3 | 37 | 1.3% |
| 32.4 | 35 | 1.3% |
| 32.8 | 34 | 1.2% |
| 30.8 | 33 | 1.2% |
| 32.9 | 33 | 1.2% |
| 30.1 | 31 | 1.1% |
| Other values (243) | 2394 |
| Value | Count | Frequency (%) |
| 18.2 | 11 | |
| 18.4 | 3 | 0.1% |
| 19.1 | 3 | 0.1% |
| 19.3 | 4 | 0.1% |
| 19.4 | 3 | 0.1% |
| 19.5 | 8 | |
| 19.6 | 9 | |
| 19.9 | 1 | < 0.1% |
| 20 | 4 | 0.1% |
| 20.1 | 6 |
| Value | Count | Frequency (%) |
| 80.6 | 2 | 0.1% |
| 67.1 | 4 | |
| 64.4 | 2 | 0.1% |
| 59.4 | 4 | |
| 57.3 | 4 | |
| 55 | 4 | |
| 53.2 | 4 | |
| 52.9 | 4 | |
| 52.7 | 2 | 0.1% |
| 52.3 | 6 |
DiabetesPedigreeFunction
Real number (ℝ)
| Distinct | 523 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.47119256 |
| Minimum | 0.078 |
|---|---|
| Maximum | 2.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0.078 |
|---|---|
| 5-th percentile | 0.141 |
| Q1 | 0.244 |
| median | 0.375 |
| Q3 | 0.624 |
| 95-th percentile | 1.136 |
| Maximum | 2.42 |
| Range | 2.342 |
| Interquartile range (IQR) | 0.38 |
Descriptive statistics
| Standard deviation | 0.32566883 |
|---|---|
| Coefficient of variation (CV) | 0.69115869 |
| Kurtosis | 5.172935 |
| Mean | 0.47119256 |
| Median Absolute Deviation (MAD) | 0.168 |
| Skewness | 1.8427907 |
| Sum | 1304.261 |
| Variance | 0.10606019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.258 | 22 | 0.8% |
| 0.207 | 20 | 0.7% |
| 0.261 | 18 | 0.7% |
| 0.268 | 18 | 0.7% |
| 0.238 | 18 | 0.7% |
| 0.259 | 17 | 0.6% |
| 0.284 | 16 | 0.6% |
| 0.551 | 16 | 0.6% |
| 0.52 | 16 | 0.6% |
| 0.292 | 16 | 0.6% |
| Other values (513) | 2591 |
| Value | Count | Frequency (%) |
| 0.078 | 3 | 0.1% |
| 0.084 | 3 | 0.1% |
| 0.085 | 7 | |
| 0.088 | 8 | |
| 0.089 | 3 | 0.1% |
| 0.092 | 3 | 0.1% |
| 0.096 | 4 | |
| 0.1 | 4 | |
| 0.101 | 3 | 0.1% |
| 0.102 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 2.42 | 4 | |
| 2.329 | 3 | |
| 2.288 | 1 | < 0.1% |
| 2.137 | 4 | |
| 1.893 | 3 | |
| 1.781 | 3 | |
| 1.731 | 4 | |
| 1.699 | 3 | |
| 1.698 | 4 | |
| 1.6 | 4 |
Age
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.132225 |
| Minimum | 21 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 24 |
| median | 29 |
| Q3 | 40 |
| 95-th percentile | 58 |
| Maximum | 81 |
| Range | 60 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.77723 |
|---|---|
| Coefficient of variation (CV) | 0.35546148 |
| Kurtosis | 0.77185874 |
| Mean | 33.132225 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.1662989 |
| Sum | 91710 |
| Variance | 138.70315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 264 | 9.5% |
| 21 | 229 | 8.3% |
| 25 | 182 | 6.6% |
| 24 | 168 | 6.1% |
| 23 | 141 | 5.1% |
| 28 | 133 | 4.8% |
| 26 | 117 | 4.2% |
| 27 | 113 | 4.1% |
| 29 | 99 | 3.6% |
| 31 | 82 | 3.0% |
| Other values (42) | 1240 |
| Value | Count | Frequency (%) |
| 21 | 229 | |
| 22 | 264 | |
| 23 | 141 | |
| 24 | 168 | |
| 25 | 182 | |
| 26 | 117 | |
| 27 | 113 | |
| 28 | 133 | |
| 29 | 99 | 3.6% |
| 30 | 77 | 2.8% |
| Value | Count | Frequency (%) |
| 81 | 4 | 0.1% |
| 72 | 4 | 0.1% |
| 70 | 4 | 0.1% |
| 69 | 8 | |
| 68 | 4 | 0.1% |
| 67 | 13 | |
| 66 | 16 | |
| 65 | 11 | |
| 64 | 4 | 0.1% |
| 63 | 17 |
Outcome
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.8 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2768 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2768 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2768 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2768 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2768 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2768 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2768 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2768 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2768 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2768 |
| Id | Pregnancies | Glucose | BloodPressure | SkinThickness | Insulin | BMI | DiabetesPedigreeFunction | Age | |
|---|---|---|---|---|---|---|---|---|---|
| Id | 1.000 | -0.030 | 0.011 | 0.009 | 0.011 | 0.012 | 0.019 | -0.003 | -0.008 |
| Pregnancies | -0.030 | 1.000 | 0.171 | 0.266 | 0.179 | 0.120 | 0.110 | -0.026 | 0.550 |
| Glucose | 0.011 | 0.171 | 1.000 | 0.230 | 0.198 | 0.399 | 0.221 | 0.077 | 0.272 |
| BloodPressure | 0.009 | 0.266 | 0.230 | 1.000 | 0.211 | 0.109 | 0.281 | 0.006 | 0.362 |
| SkinThickness | 0.011 | 0.179 | 0.198 | 0.211 | 1.000 | 0.192 | 0.545 | 0.044 | 0.191 |
| Insulin | 0.012 | 0.120 | 0.399 | 0.109 | 0.192 | 1.000 | 0.183 | 0.046 | 0.183 |
| BMI | 0.019 | 0.110 | 0.221 | 0.281 | 0.545 | 0.183 | 1.000 | 0.133 | 0.110 |
| DiabetesPedigreeFunction | -0.003 | -0.026 | 0.077 | 0.006 | 0.044 | 0.046 | 0.133 | 1.000 | 0.039 |
| Age | -0.008 | 0.550 | 0.272 | 0.362 | 0.191 | 0.183 | 0.110 | 0.039 | 1.000 |
| Id | Pregnancies | Glucose | BloodPressure | SkinThickness | Insulin | BMI | DiabetesPedigreeFunction | Age | Outcome | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 6.000000 | 148.0 | 72.000000 | 35.000000 | 154.23783 | 33.600000 | 0.627 | 50 | 1 |
| 1 | 2 | 1.000000 | 85.0 | 66.000000 | 29.000000 | 154.23783 | 26.600000 | 0.351 | 31 | 1 |
| 2 | 3 | 8.000000 | 183.0 | 64.000000 | 29.289634 | 154.23783 | 23.300000 | 0.672 | 32 | 1 |
| 3 | 4 | 1.000000 | 89.0 | 66.000000 | 23.000000 | 94.00000 | 28.100000 | 0.167 | 21 | 1 |
| 4 | 5 | 4.397284 | 137.0 | 40.000000 | 35.000000 | 168.00000 | 43.100000 | 2.288 | 33 | 1 |
| 5 | 6 | 5.000000 | 116.0 | 74.000000 | 29.289634 | 154.23783 | 25.600000 | 0.201 | 30 | 1 |
| 6 | 7 | 3.000000 | 78.0 | 50.000000 | 32.000000 | 88.00000 | 31.000000 | 0.248 | 26 | 1 |
| 7 | 8 | 10.000000 | 115.0 | 72.404086 | 29.289634 | 154.23783 | 35.300000 | 0.134 | 29 | 1 |
| 8 | 9 | 2.000000 | 197.0 | 70.000000 | 45.000000 | 543.00000 | 30.500000 | 0.158 | 53 | 1 |
| 9 | 10 | 8.000000 | 125.0 | 96.000000 | 29.289634 | 154.23783 | 32.596665 | 0.232 | 54 | 1 |
| Id | Pregnancies | Glucose | BloodPressure | SkinThickness | Insulin | BMI | DiabetesPedigreeFunction | Age | Outcome | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2758 | 2759 | 3.000000 | 111.0 | 90.000000 | 12.000000 | 78.00000 | 28.4 | 0.495 | 29 | 1 |
| 2759 | 2760 | 6.000000 | 102.0 | 82.000000 | 29.289634 | 154.23783 | 30.8 | 0.180 | 36 | 1 |
| 2760 | 2761 | 6.000000 | 134.0 | 70.000000 | 23.000000 | 130.00000 | 35.4 | 0.542 | 29 | 1 |
| 2761 | 2762 | 2.000000 | 87.0 | 72.404086 | 23.000000 | 154.23783 | 28.9 | 0.773 | 25 | 1 |
| 2762 | 2763 | 1.000000 | 79.0 | 60.000000 | 42.000000 | 48.00000 | 43.5 | 0.678 | 23 | 1 |
| 2763 | 2764 | 2.000000 | 75.0 | 64.000000 | 24.000000 | 55.00000 | 29.7 | 0.370 | 33 | 1 |
| 2764 | 2765 | 8.000000 | 179.0 | 72.000000 | 42.000000 | 130.00000 | 32.7 | 0.719 | 36 | 1 |
| 2765 | 2766 | 6.000000 | 85.0 | 78.000000 | 29.289634 | 154.23783 | 31.2 | 0.382 | 42 | 1 |
| 2766 | 2767 | 4.397284 | 129.0 | 110.000000 | 46.000000 | 130.00000 | 67.1 | 0.319 | 26 | 1 |
| 2767 | 2768 | 2.000000 | 81.0 | 72.000000 | 15.000000 | 76.00000 | 30.1 | 0.547 | 25 | 1 |